Search for tag: "optimization"

PLI Symposium 2024: Boris Hanin

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The Barriers We Build To Quality Schools: An Optimization Study of Zoning and School Inequality, Olivia Cao, UG '24 (1DA5FB37)

Despite the recognized importance of education, quality education is not accessible to everyone in the United States due to barriers created by housing, which are maintained by practices such as…

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05December2023_PJiang

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OURSIP Intern- Olivia Taylor

Amplifying Viral Sequences to Identify Cell-type Specific Enhancers Advised by: Prof. Fenna Krienen, Princeton Neuroscience InstituteLakme Caceres, Princeton Neuroscience Institute

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CITP Lecture: Peter Henderson – Aligning Machine Learning, Law, and Policy for Responsible Real-World Deployments

Machine learning (ML) is being deployed to a vast array of real-world applications with profound impacts on society. ML can have positive impacts, such as aiding in the discovery of new cures for…

From  CI Center for Information Technology Policy 0 likes 25 plays

Robotic Swarm Inspection for Infrastructure Monitoring, Darren Chiu, UG '23 (2265354)

Robotic swarm inspection for structures offers a flexible, scalable, and cost-effective solution in comparison to human inspection such as the benefit of being resilient to individual failures,…

From  Research Princeton Research Day 0 likes 91 plays

Extending Feature Visualizations to Text-To-Image Generative Models, Adam Kelch, UG '24 (2262505)

With the rapid development of large-scale and complex generative AI models, there is a there is a demand for new tools to explain the inner workings and behavior of such systems. While various visual…

From  Research Princeton Research Day 0 likes 42 plays

Accelerating Design Space Exploration with Differentiable Surrogate Models, Shikhar Tuli, GS (2278304)

Researchers constantly strive to explore large and complex search spaces in various scientific studies and physical experiments. These could include searching the exponentially large set of…

From  Research Princeton Research Day 3 likes 38 plays

13April2023_GPlunk

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JPP06April2023_RJorge

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RMJanuary2023

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FIPP_December2022

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TS01December2022_BFaber

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Pranay Anchuri: DataX Information Technology Policy Data Scientist

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Optimizing Princeton’s Campus Energy Plants, Harry Shapiro, UG '22 (3947045)

Despite advanced campus energy systems, Princeton spends $10-11 million/year on energy to heat, cool, and power campus buildings, in addition to emitting 75,000-80,000 metric tons of CO2 (equivalent…

From  Research Princeton Research Day 1 likes 109 plays

Equitable Data-Driven Resource Allocation to Fight the Opioid Epidemic: A Mixed-Integer Optimization Approach, Joyce Luo, UG '22 (3959957)

The opioid epidemic is a crisis that has plagued the United States (US) for decades. One of the central issues of the epidemic is inequitable access to treatment for opioid use disorder (OUD), which…

From  Research Princeton Research Day 1 likes 71 plays